The COVID-19 Situation Report is a data intensive report that tries to portray an accurate data oriented picture of the 2019- 2020 COVID-19 pandemic. If you would like to add additional metrics to this report, please send a mail to the author at .

Date of Report

Numbers as on EOD 

## [1] "2021-01-20"

COVID-19 Overall Stats (Worldwide)

Overall Confirmed Cases Count Worldwide 

## [1] "96862056 (up from 96167933 yesterday: 0.72 % increase)"

Overall Deaths Worldwide

Please note that the deaths is at the minimum an underestimate as there could be fatalities resulting from the current active cases.

## [1] "2074764 (up from 2057215 yesterday: 0.85 % increase)"

Overall Confirmed Cases Count Worldwide in the past 21 Days 

## [1] 14093789

Overall Fatality Rate Worldwide in %

Please note that the fatality rate is at the minimum an underestimate as there could be fatalities resulting from the current active cases.

## [1] 2.14



In- Depth Country Wise Stats (With Atleast 100000 COVID-19 Confirmations)

Overall Confirmed Cases and Deaths- Country Wise (With Fatality Rates)

Country_Region TotalConfirmed NewConfirmations CasesPercentIncrease TotalConfirmedinPast21Days TotalDeaths NewDeaths DeathsPercentIncrease FatalityRate
US 24438723 182695 0.75 4638158 406147 4375 1.09 1.66
India 10610883 15244 0.14 344209 152869 151 0.10 1.44
Brazil 8638249 64385 0.75 1019049 212831 1340 0.63 2.46
Russia 3595136 20806 0.58 495118 66214 582 0.89 1.84
United Kingdom 3515796 38992 1.12 1075594 93469 1826 1.99 2.66
France 3023661 26877 0.90 366037 71792 310 0.43 2.37
Italy 2414166 13568 0.57 330477 83681 524 0.63 3.47
Spain 2412318 41576 1.75 502100 54637 464 0.86 2.26
Turkey 2406216 6435 0.27 211944 24487 159 0.65 1.02
Germany 2100618 29003 1.40 359465 50010 1013 2.07 2.38
Colombia 1956979 17908 0.92 330518 49792 390 0.79 2.54
Argentina 1831681 12112 0.67 217753 46216 150 0.33 2.52
Mexico 1688944 20548 1.23 275009 144371 1539 1.08 8.55
Poland 1450747 6943 0.48 169333 34141 443 1.31 2.35
South Africa 1369426 12710 0.94 330265 38854 566 1.48 2.84
Iran 1348316 6182 0.46 129563 57057 84 0.15 4.23
Ukraine 1210854 4729 0.39 133974 22264 227 1.03 1.84
Peru 1073214 12647 1.19 62718 39044 274 0.71 3.64
Netherlands 940106 5603 0.60 141514 13350 86 0.65 1.42
Indonesia 939948 12568 1.36 204824 26857 267 1.00 2.86
Czechia 909131 9628 1.07 207509 14820 174 1.19 1.63
Canada 730330 5701 0.79 153064 18416 127 0.69 2.52
Romania 700898 3000 0.43 72957 17485 116 0.67 2.49
Belgium 684256 3006 0.44 40014 20572 18 0.09 3.01
Chile 680740 3589 0.53 73790 17594 21 0.12 2.58
Iraq 610598 746 0.12 16156 12968 6 0.05 2.12
Portugal 581605 14647 2.58 175554 9465 219 2.37 1.63
Israel 575842 10213 1.81 159258 4181 101 2.48 0.73
Sweden 537967 4702 0.88 100588 10797 206 1.95 2.01
Bangladesh 529687 656 0.12 17191 7950 8 0.10 1.50
Pakistan 527146 2363 0.45 47431 11157 54 0.49 2.12
Philippines 505939 1855 0.37 33407 10042 64 0.64 1.98
Switzerland 504918 2727 0.54 57013 8924 65 0.73 1.77
Morocco 462542 1152 0.25 25210 8043 32 0.40 1.74
Austria 398096 1671 0.42 40194 7237 38 0.53 1.82
Serbia 377445 1646 0.44 42454 3810 19 0.50 1.01
Saudi Arabia 365563 238 0.07 2962 6338 3 0.05 1.73
Hungary 354252 976 0.28 34709 11615 95 0.82 3.28
Japan 346508 5519 1.62 115237 4779 99 2.12 1.38
Jordan 317405 978 0.31 24338 4187 17 0.41 1.32
Panama 303777 2243 0.74 61033 4912 48 0.99 1.62
Nepal 268310 318 0.12 8251 1975 6 0.30 0.74
Lebanon 264647 4332 1.66 86651 2084 64 3.17 0.79
United Arab Emirates 263729 3506 1.35 57637 762 6 0.79 0.29
Georgia 249934 469 0.19 24041 2987 14 0.47 1.20
Ecuador 234315 1747 0.75 22803 14437 55 0.38 6.16
Belarus 230494 1778 0.78 38133 1610 9 0.56 0.70
Slovakia 228778 2484 1.10 55550 3737 100 2.75 1.63
Azerbaijan 228028 332 0.15 10392 3044 12 0.40 1.33
Croatia 226550 902 0.40 18104 4711 27 0.58 2.08
Kazakhstan 219527 1311 0.60 19084 2950 56 1.94 1.34
Bulgaria 213409 482 0.23 12189 8651 37 0.43 4.05
Dominican Republic 198123 1532 0.78 28544 2470 9 0.37 1.25
Bolivia 193745 2655 1.39 35373 9764 42 0.43 5.04
Denmark 192187 888 0.46 30325 1873 35 1.90 0.97
Tunisia 188373 3890 2.11 51157 5921 77 1.32 3.14
Costa Rica 187712 835 0.45 19598 2492 15 0.61 1.33
Ireland 179324 2485 1.41 89167 2768 60 2.22 1.54
Lithuania 172060 3352 1.99 33841 2514 20 0.80 1.46
Malaysia 169379 4008 2.42 58894 630 11 1.78 0.37
Armenia 165221 309 0.19 6343 3016 9 0.30 1.83
Kuwait 159264 442 0.28 8966 951 1 0.11 0.60
Egypt 158963 789 0.50 22319 8747 51 0.59 5.50
Moldova 154118 612 0.40 10277 3299 17 0.52 2.14
West Bank and Gaza 153590 497 0.32 16854 1751 10 0.57 1.14
Slovenia 152851 1714 1.13 33111 3257 26 0.80 2.13
Guatemala 151324 1047 0.70 14158 5343 30 0.56 3.53
Greece 149973 511 0.34 12055 5545 27 0.49 3.70
Qatar 148000 271 0.18 4379 248 0 0.00 0.17
Honduras 136898 830 0.61 15986 3406 15 0.44 2.49
Burma 135721 478 0.35 11981 2997 11 0.37 2.21
Oman 132317 171 0.13 3598 1516 0 0.00 1.15
Ethiopia 132034 307 0.23 8178 2044 7 0.34 1.55
Paraguay 124447 1088 0.88 17489 2556 21 0.83 2.05
Venezuela 121691 574 0.47 8570 1122 6 0.54 0.92
Bosnia and Herzegovina 118717 334 0.28 7732 4521 12 0.27 3.81
Nigeria 114691 1386 1.22 28115 1478 14 0.96 1.29
Libya 111124 659 0.60 11189 1715 15 0.88 1.54
Algeria 104606 265 0.25 5295 2849 6 0.21 2.72

In Depth USA Stats (State Wise Figures)

Confirmed Cases and Deaths- States of USA (With Fatality Rates)

State Confirmed NewConfirmations CasesPercentIncrease TotalConfirmedinPast21Days Deaths NewDeaths DeathsPercentIncrease FatalityRate ConfirmedCasesPerMillPopl DeathsPerMillPopl InfectionOdds
California 3074812 19244 0.63 809512 35060 619 1.80 1.14 77819.26 887.32 1 in 13
Texas 2185554 28095 1.30 430579 33491 459 1.39 1.53 75374.64 1155.03 1 in 13
Florida 1601011 11914 0.75 294888 24578 142 0.58 1.54 74542.82 1144.35 1 in 13
New York 1279811 11119 0.88 316421 41587 219 0.53 3.25 65788.01 2137.76 1 in 15
Illinois 1081354 4822 0.45 125974 20285 132 0.65 1.88 85335.33 1600.80 1 in 12
Ohio 842433 6384 0.76 151685 10409 86 0.83 1.24 72069.96 890.49 1 in 14
Georgia 836649 8068 0.97 181906 12778 206 1.64 1.53 78799.63 1203.49 1 in 13
Pennsylvania 787584 5637 0.72 151523 19811 388 2.00 2.52 61520.44 1547.49 1 in 16
Tennessee 694291 4226 0.61 113482 8556 85 1.00 1.23 101605.93 1252.13 1 in 10
North Carolina 690912 6415 0.94 158082 8200 61 0.75 1.19 65875.90 781.84 1 in 15
Arizona 690544 4845 0.71 178055 11528 262 2.33 1.67 90683.35 1513.88 1 in 11
New Jersey 641140 5438 0.86 117845 20664 152 0.74 3.22 72182.65 2326.45 1 in 14
Indiana 598313 2877 0.48 93296 9529 63 0.67 1.59 88873.07 1415.43 1 in 11
Michigan 589869 3196 0.54 61248 14770 68 0.46 2.50 59064.53 1478.94 1 in 17
Wisconsin 573119 1851 0.32 56893 6035 62 1.04 1.05 98432.89 1036.51 1 in 10
Massachusetts 481040 4514 0.95 113122 13829 80 0.58 2.87 69219.34 1989.93 1 in 14
Virginia 455591 4515 1.00 111246 5861 63 1.09 1.29 53375.90 686.66 1 in 19
Missouri 453777 1791 0.40 54276 6675 197 3.04 1.47 73936.02 1087.59 1 in 14
Minnesota 449492 1224 0.27 36385 6047 34 0.57 1.35 79702.36 1072.23 1 in 13
Alabama 429655 3112 0.73 72835 6283 157 2.56 1.46 87627.74 1281.41 1 in 11
South Carolina 399843 5525 1.40 96368 6328 69 1.10 1.58 77658.81 1229.04 1 in 13
Colorado 379227 1371 0.36 48368 5422 34 0.63 1.43 65852.47 941.53 1 in 15
Louisiana 374582 2493 0.67 63353 8383 59 0.71 2.24 80576.17 1803.26 1 in 12
Oklahoma 360360 1986 0.55 73330 3085 48 1.58 0.86 91069.66 779.64 1 in 11
Kentucky 334320 3414 1.03 69059 3243 49 1.53 0.97 74830.90 725.88 1 in 13
Maryland 332353 2167 0.66 58664 6689 39 0.59 2.01 54973.63 1106.41 1 in 18
Utah 328380 2159 0.66 56440 1517 10 0.66 0.46 102428.04 473.18 1 in 10
Iowa 308787 1485 0.48 28723 4394 62 1.43 1.42 97870.09 1392.68 1 in 10
Washington 294017 2028 0.69 51687 3940 0 0.00 1.34 38610.79 517.41 1 in 26
Arkansas 276114 2520 0.92 53684 4441 55 1.25 1.61 91494.37 1471.59 1 in 11
Kansas 265522 3519 1.34 40316 3565 54 1.54 1.34 91140.88 1223.69 1 in 11
Nevada 265143 1171 0.44 42548 3863 71 1.87 1.46 86081.03 1254.16 1 in 12
Mississippi 256827 1702 0.67 43772 5638 64 1.15 2.20 86295.07 1894.39 1 in 12
Connecticut 234134 1915 0.82 50471 6726 44 0.66 2.87 65670.45 1886.52 1 in 15
Nebraska 184482 2306 1.27 19185 1862 20 1.09 1.01 95368.71 962.57 1 in 10
New Mexico 165835 881 0.53 24649 3009 34 1.14 1.81 79088.47 1435.02 1 in 13
Idaho 157588 810 0.52 17724 1635 -2 -0.12 1.04 87936.54 912.36 1 in 11
Oregon 135142 674 0.50 22882 1832 24 1.33 1.36 32041.35 434.36 1 in 31
West Virginia 111677 857 0.77 27452 1836 21 1.16 1.64 62488.98 1027.34 1 in 16
Rhode Island 107876 810 0.76 19927 2058 13 0.64 1.91 101831.20 1942.68 1 in 10
South Dakota 106063 277 0.26 7343 1667 0 0.00 1.57 119891.39 1884.34 1 in 8
North Dakota 96222 151 0.16 4019 1409 1 0.07 1.46 126265.32 1848.93 1 in 8
Montana 90255 391 0.44 8955 1094 1 0.09 1.21 84446.91 1023.60 1 in 12
Puerto Rico 88513 140 0.16 12625 1717 14 0.82 1.94 27714.93 537.62 1 in 36
Delaware 71775 464 0.65 15179 1026 5 0.49 1.43 73708.82 1053.64 1 in 14
New Hampshire 59437 728 1.24 16195 950 12 1.28 1.60 43712.97 698.68 1 in 23
Alaska 52393 171 0.33 5910 253 23 10.00 0.48 71619.65 345.84 1 in 14
Wyoming 50124 202 0.40 5991 550 0 0.00 1.10 86606.00 950.31 1 in 12
Maine 34963 701 2.05 11464 530 11 2.12 1.52 26010.03 394.28 1 in 38
District of Columbia 34403 144 0.42 5645 863 2 0.23 2.51 48746.79 1222.81 1 in 21
Hawaii 24837 68 0.27 3267 324 1 0.31 1.30 17541.84 228.83 1 in 57
Vermont 10471 150 1.45 3195 165 2 1.23 1.58 16780.74 264.43 1 in 60

US Tested- Confirmed Funnel (All States)

State Level Figures

State Tested Confirmed ConfirmationRate TestedinPast21Days ConfirmedinPast21Days ConfirmationRateForPast21Days TestsPerMillPopl
1 California 39288363 3074812 7.83 6665287 809512 12.15 994334.4
2 Texas 16076028 2185554 13.60 2414415 430579 17.83 554424.5
3 Florida 17910668 1601011 8.94 2326298 294888 12.68 833917.8
4 New York 29538381 1279811 4.33 4469908 316421 7.08 1518404.8
5 Illinois 14984649 1081354 7.22 1806632 125974 6.97 1182517.4
6 Ohio 8576460 842433 9.82 881560 151685 17.21 733714.3
7 Georgia 6033197 836649 13.87 728404 181906 24.97 568235.5
8 Pennsylvania 4290262 787584 18.36 404632 151523 37.45 335124.6
9 Tennessee 6179461 694291 11.24 561193 113482 20.22 904332.4
10 North Carolina 8239713 690912 8.39 1359218 158082 11.63 785626.1
11 Arizona 3255275 690544 21.21 442809 178055 40.21 427488.0
12 New Jersey 8951817 641140 7.16 1253689 117845 9.40 1007838.9
13 Indiana 6545320 598313 9.14 917978 93296 10.16 972238.1
14 Michigan 8933096 589869 6.60 820021 61248 7.47 894485.2
15 Wisconsin 5861531 573119 9.78 552723 56893 10.29 1006714.9
16 Massachusetts 12536712 481040 3.84 1687840 113122 6.70 1803972.5
17 Virginia 4899081 455591 9.30 678138 111246 16.40 573964.0
18 Missouri 3972789 453777 11.42 354450 54276 15.31 647305.2
19 Minnesota 5910354 449492 7.61 601224 36385 6.05 1048003.5
20 Alabama 2050637 429655 20.95 188389 72835 38.66 418225.5
21 South Carolina 3823586 399843 10.46 672752 96368 14.32 742629.3
22 Colorado 5098541 379227 7.44 730410 48368 6.62 885357.7
23 Louisiana 4705481 374582 7.96 520713 63353 12.17 1012193.9
24 Oklahoma 3013962 360360 11.96 364588 73330 20.11 761684.1
25 Kentucky 3451200 334320 9.69 302594 69059 22.82 772482.7
26 Maryland 6541052 332353 5.08 868372 58664 6.76 1081938.2
27 Utah 2485476 328380 13.21 257591 56440 21.91 775267.8
28 Iowa 1222463 308787 25.26 54293 28723 52.90 387459.9
29 Washington 4265548 294017 6.89 467227 51687 11.06 560158.6
30 Arkansas 2302494 276114 11.99 263434 53684 20.38 762964.7
31 Kansas 1125705 265522 23.59 124473 40316 32.39 386400.2
32 Nevada 2362512 265143 11.22 293993 42548 14.47 767010.5
33 Mississippi 1512942 256827 16.98 172229 43772 25.41 508355.6
34 Connecticut 5373402 234134 4.36 1075821 50471 4.69 1507144.3
35 Nebraska 1944011 184482 9.49 217681 19185 8.81 1004964.3
36 New Mexico 2185009 165835 7.59 230329 24649 10.70 1042054.0
37 Idaho 581299 157588 27.11 40829 17724 43.41 324373.8
38 Oregon 2987263 135142 4.52 354788 22882 6.45 708262.0
39 West Virginia 1806753 111677 6.18 311659 27452 8.81 1010970.6
40 Rhode Island 2313909 107876 4.66 339411 19927 5.87 2184249.8
41 South Dakota 393343 106063 26.96 21884 7343 33.55 444626.7
42 North Dakota 1311137 96222 7.34 40921 4019 9.82 1720512.2
43 Montana 887884 90255 10.17 101076 8955 8.86 830746.9
45 Delaware 1142091 71775 6.28 169535 15179 8.95 1172862.2
46 New Hampshire 1169547 59437 5.08 144321 16195 11.22 860143.8
47 Alaska 1420122 52393 3.69 153030 5910 3.86 1941264.0
48 Wyoming 567450 50124 8.83 69387 5991 8.63 980459.9
49 Maine 1280282 34963 2.73 177784 11464 6.45 952440.5
50 District of Columbia 1024531 34403 3.36 131767 5645 4.28 1451693.2
51 Hawaii 921908 24837 2.69 114773 3267 2.85 651123.8
52 Vermont 818476 10471 1.28 128879 3195 2.48 1311683.4

In Depth Italy Stats (Region Wise Figures)

Confirmed Cases and Deaths- Regions of Italy (With Fatality and Confirmation Rates)

Region Swabs Confirmations NewConfirmations CasesPercentIncrease ConfirmationRate HospitalizedWithSymptoms IntensiveCare ActiveCases Deceased FatalityRate
Lombardia 5311238 518161 1876 0.36 9.76 3650 428 53698 26405 5.10
Veneto 3751330 301486 1359 0.45 8.04 2096 315 57469 8256 2.74
Piemonte 1868847 214517 606 0.28 11.48 2466 165 13905 8496 3.96
Campania 2270343 209482 968 0.46 9.23 1448 100 70866 3471 1.66
Emilia-Romagna 2864629 205261 1090 0.53 7.17 2490 230 52579 8935 4.35
Lazio 3043028 192896 1281 0.67 6.34 2735 288 73189 4535 2.35
Toscana 2079166 128881 443 0.34 6.20 696 113 8282 4038 3.13
Sicilia 1518559 125134 1486 1.20 8.24 1459 215 46707 3101 2.48
Puglia 1208705 111840 1159 1.05 9.25 1350 148 55101 2917 2.61
Liguria 791742 66546 285 0.43 8.41 643 59 4758 3169 4.76
Friuli Venezia Giulia 1059906 62045 672 1.09 5.85 693 58 12331 2157 3.48
Marche 634368 51044 417 0.82 8.05 573 84 8615 1825 3.58
Abruzzo 594245 39814 279 0.71 6.70 443 45 10987 1349 3.39
Sardegna 537922 36235 216 0.60 6.74 488 53 17276 920 2.54
P.A. Bolzano 422197 34561 441 1.29 8.19 218 30 12532 824 2.38
Umbria 560860 32899 277 0.85 5.87 283 46 4605 714 2.17
Calabria 488659 29833 313 1.06 6.11 303 27 10105 543 1.82
P.A. Trento 494383 25550 278 1.10 5.17 255 42 2086 1085 4.25
Basilicata 202706 12625 57 0.45 6.23 77 4 6949 302 2.39
Valle d’Aosta 67435 7698 14 0.18 11.42 46 2 378 399 5.18
Molise 128930 7658 54 0.71 5.94 57 9 1135 240 3.13

In Depth Canada Stats (With Province Level Figures)

Confirmed Cases and Deaths- Provinces of Canada (With Fatality Rates)

Province Confirmed NewConfirmations CasesPercentIncrease Deaths NewDeaths DeathsPercentIncrease FatalityRate ConfirmedCasesPerMillPopl DeathsPerMillPopl InfectionOdds
Ontario 249753 2609 1.06 5587 86 1.56 2.24 16976.34 379.76 1 in 59
Quebec 247236 1502 0.61 9142 0 0.00 3.70 28958.24 1070.78 1 in 35
Alberta 118436 669 0.57 1484 21 1.44 1.25 26837.09 336.27 1 in 37
British Columbia 62412 500 0.81 1104 14 1.28 1.77 12211.51 216.01 1 in 82
Manitoba 27893 153 0.55 788 5 0.64 2.83 20248.75 572.04 1 in 49
Saskatchewan 21112 241 1.15 226 1 0.44 1.07 17866.30 191.26 1 in 56
Nova Scotia 1564 3 0.19 65 0 0.00 4.16 1600.07 66.50 1 in 625
New Brunswick 1025 21 2.09 13 0 0.00 1.27 1314.11 16.67 1 in 761
Newfoundland and Labrador 396 0 0.00 4 0 0.00 1.01 759.54 7.67 1 in 1317
Nunavut 266 0 0.00 1 0 0.00 0.38 NA NA 1 in NA
Prince Edward Island 110 0 0.00 0 0 NaN 0.00 695.51 0.00 1 in 1438
Yukon 70 0 0.00 1 0 0.00 1.43 1704.08 24.34 1 in 587
Northwest Territories 31 3 10.71 0 0 NaN 0.00 690.36 0.00 1 in 1449
Repatriated Travellers 13 0 0.00 0 0 NaN 0.00 NA NA 1 in NA

Time Series Curves (Top 20 Countries with the Highest Cases)

The time series curves (both linear and logarithmic) are printed for the top 20 countries with the most confirmed COVID-19 cases as of today in decreasing order of confirmations.

Confirmed Cases Count (Linear)

Country Wise Time Series Curve

Confirmed Cases Count (Logarithmic)

Country Wise Time Series Curve

Time Series Curves (Top 20 Countries with the Highest Deaths)

The time series curves (both linear and logarithmic) are printed for the top 20 countries with the most COVID-19 deaths as of today in decreasing order of confirmations.

Death Count (Linear)

Country Wise Time Series Curve

Death Count (Logarithmic)

Country Wise Time Series Curve

Epidemic Curve: Delta in the past 24 hrs (Top 20 Countries with the Highest Cases)

The COVID-19 epidemic curve, also known as an COVID-19 epi curve or COVID-19 epidemiological curve, is a statistical chart to visualise the onset and progression of the COVID-19 outbreak in various countries. The term flattening of the epidermic curve is referred to as the drastic reduction of new cases which can be seen in the dip in the number of new cases in the past 24 hrs. The below charts show if this has happened for the worst affected 20 countries in the world as of today. The fitted line in the below bars show the last 7 day average of new cases/ new deaths.

Delta in Confirmed Cases

Number of New Cases in the past 24 hrs

Delta in Deaths

Number of Deaths in the past 24 hrs

Measuring Outbreak Velocity: 5 Day Lagging Average Doubling Time (Top 20 Countries with the Highest Cases)

The velocity of an outbreak is determined by a construct known as doubling time. This value describes the number of days, on average, required for the number of cases to double in a given area. For our analysis we use average doubling time, which can be defined as the number of days, on average, required for the average number of COVID-19 cases to double in a given area.

This measure can describe COVID-19 behavior worldwide, in a country, or even in a smaller region such as a state. For our analysis, we will discuss average doubling time at a national level for the top 20 most affected countries.

Below, we have calculated average doubling time for several nations, on a trailing, rolling 5-day basisbased on today’s case values. A decline in average doubling time indicates that the COVID-19 outbreak (confirmation rate) is accelerating (average cases double in fewer days), while an increase of average doubling time indicates that the outbreak is slowing.

Ideally, when social distancing and lockdowns are implemented aggressively in a country and after some period of delay, doubling times should begin to increase in a matter of days, weeks, or months, depending upon the severity of the epidemic and the degree of social distancing achievable.

Given the fact that many countries across the world have already enacted or implemented social distancing measures, this is why one should be cautious not to extrapolate COVID-19 growth rates from trailing statistics.

5 Day Lagging Avg Doubling Time of Confirmations

Confirmed Cases and Deaths Per Million Population and Infection Odds

This metric confirmed cases per million population and deaths per million population shows the extent to which the disease has spread with respect to the population of the country. The metric Infection Odds shows 1 in how many people are infected with COVID-19 in the corresponding country.

For the top 20 countries with most confirmed cases excluding cruise ships

Country_Region ConfirmedCasesPerMillionPopl DeathsPerMillionPopl InfectionOdds
US 74690.47 1241.28 1 in 13
India 7924.48 114.17 1 in 126
Brazil 41272.09 1016.87 1 in 24
Russia 24879.83 458.23 1 in 40
United Kingdom 52916.86 1406.82 1 in 19
France 45136.01 1071.68 1 in 22
Italy 39916.77 1383.61 1 in 25
Spain 51699.91 1170.96 1 in 19
Turkey 29776.22 303.02 1 in 34
Germany 25372.85 604.06 1 in 39
Colombia 39881.37 1014.71 1 in 25
Argentina 41375.22 1043.96 1 in 24
Mexico 13072.32 1117.42 1 in 76
Poland 38197.66 898.92 1 in 26
South Africa 24143.62 685.01 1 in 41
Iran 16613.06 703.02 1 in 60
Ukraine NA NA 1 in NA
Peru 33360.71 1213.68 1 in 30
Netherlands 54720.95 777.07 1 in 18
Indonesia 3560.41 101.73 1 in 281

US Detailed State and County Level Curves

This section of the report might be of interest to people who want an an accurate data oriented picture of the 2019- 2020 COVID-19 pandemic at the state/ county level in USA.

Epidemic Curve: Delta in Confirmed Cases in US States

The COVID-19 epidemic curve, also known as an COVID-19 epi curve or COVID-19 epidemiological curve, is a statistical chart to visualise the onset and progression of the COVID-19 outbreak in various US states. The term flattening of the epidermic curve is referred to as the drastic reduction of new cases which can be seen in the dip in the number of new cases in the past 24 hrs. The below charts show if this has happened for the worst affected 30 states in USA as of today. The fitted line in the below bars show the last 7 day average of new cases/ new deaths.

Number of New Cases in the past 24 hrs

Epidermic Curve: Delta in Deaths in US States

Number of Deaths in the past 24 hrs

Top 100 US Counties with the Highest Cases and Deaths

All NYC boroughs are mentioned together as New York County

County State Confirmations Deaths FatalityRate
Los Angeles California 1038738 14416 1.39
Cook Illinois 437465 9098 2.08
Maricopa Arizona 428624 6548 1.53
Miami-Dade Florida 350252 4630 1.32
Harris Texas 290249 3866 1.33
San Bernardino California 256914 1560 0.61
Riverside California 251000 2676 1.07
Dallas Texas 239683 2501 1.04
San Diego California 218555 2174 0.99
Orange California 216509 2508 1.16
Clark Nevada 203292 2934 1.44
Tarrant Texas 199521 1927 0.97
Broward Florida 161624 1998 1.24
Queens New York 160018 7889 4.93
Kings New York 156873 8092 5.16
Bexar Texas 153081 2067 1.35
Suffolk New York 129804 2624 2.02
Salt Lake Utah 123926 630 0.51
Nassau New York 116065 2581 2.22
El Paso Texas 108561 1964 1.81
Bronx New York 106955 5302 4.96
Philadelphia Pennsylvania 105177 2748 2.61
Milwaukee Wisconsin 100290 1127 1.12
Palm Beach Florida 99379 2061 2.07
Franklin Ohio 99253 706 0.71
Orange Florida 95406 850 0.89
Santa Clara California 94905 1129 1.19
Middlesex Massachusetts 94631 2992 3.16
Hillsborough Florida 94012 1198 1.27
Wayne Michigan 93737 3876 4.13
Hennepin Minnesota 93303 1483 1.59
Pima Arizona 92519 1495 1.62
Kern California 87240 572 0.66
Westchester New York 85723 1819 2.12
Cuyahoga Ohio 83770 1068 1.27
Fresno California 83200 968 1.16
Marion Indiana 82631 1317 1.59
Sacramento California 81183 1128 1.39
Utah Utah 80161 257 0.32
St. Louis Missouri 79512 1604 2.02
Mecklenburg North Carolina 78778 690 0.88
Shelby Tennessee 77157 1142 1.48
New York New York 76546 3456 4.51
Duval Florida 76171 857 1.13
Gwinnett Georgia 74787 676 0.90
King Washington 74077 1166 1.57
Essex Massachusetts 72391 1871 2.58
Davidson Tennessee 71578 678 0.95
Fulton Georgia 71285 883 1.24
Providence Rhode Island 71172 1533 2.15
Oklahoma Oklahoma 70044 512 0.73
DuPage Illinois 69579 1157 1.66
Alameda California 68649 788 1.15
Oakland Michigan 68244 1816 2.66
Fairfield Connecticut 68079 1868 2.74
Suffolk Massachusetts 66466 1498 2.25
Allegheny Pennsylvania 65577 1370 2.09
Collin Texas 65420 490 0.75
Prince George’s Maryland 63994 1191 1.86
Jefferson Alabama 63040 956 1.52
Travis Texas 63036 641 1.02
Ventura California 62774 462 0.74
Hamilton Ohio 62391 443 0.71
Bergen New Jersey 62042 2421 3.90
Jefferson Kentucky 61318 605 0.99
Essex New Jersey 60156 2490 4.14
Douglas Nebraska 59230 555 0.94
New Haven Connecticut 59168 1713 2.90
Tulsa Oklahoma 59160 509 0.86
Hartford Connecticut 59147 2025 3.42
San Joaquin California 58843 788 1.34
Hidalgo Texas 58754 2323 3.95
Will Illinois 58681 876 1.49
Middlesex New Jersey 58619 1835 3.13
Wake North Carolina 58306 396 0.68
Cobb Georgia 57204 671 1.17
Hudson New Jersey 56839 1807 3.18
Fairfax Virginia 55305 738 1.33
Pinellas Florida 55241 1206 2.18
Montgomery Maryland 55203 1245 2.26
Worcester Massachusetts 54502 1738 3.19
Macomb Michigan 54111 1773 3.28
Denver Colorado 53758 716 1.33
Lake Illinois 53688 895 1.67
Contra Costa California 53349 460 0.86
Erie New York 52473 1390 2.65
Greenville South Carolina 50646 631 1.25
Lee Florida 49116 742 1.51
Passaic New Jersey 48357 1554 3.21
Union New Jersey 48248 1628 3.37
Denton Texas 48196 446 0.93
Kent Michigan 47826 616 1.29
Sedgwick Kansas 47532 500 1.05
DeKalb Georgia 47256 591 1.25
Johnson Kansas 47051 618 1.31
Bernalillo New Mexico 46975 707 1.51
Polk Florida 46486 909 1.96
Kane Illinois 46288 685 1.48
Fort Bend Texas 46287 440 0.95
El Paso Colorado 46144 675 1.46

Overall US Choropleth Map

Choropleths are an ideal way to visualize the past/ current COVID-19 hotspots within a country. The below were the overall (not current) hotspots in the US.

County level COVID-19 Confirmations Map

Canada Detailed Province Level Curves

This section of the report might be of interest to people who want an an accurate data oriented picture of the 2019- 2020 COVID-19 pandemic at the province level in Canada.

The COVID-19 epidemic curve, also known as an COVID-19 epi curve or COVID-19 epidemiological curve, is a statistical chart to visualise the onset and progression of the COVID-19 outbreak in the most affected Canadian provinces- Quebec, Ontario, Alberta and British Columbia. The term flattening of the epidermic curve is referred to as the drastic reduction of new cases which can be seen in the dip in the number of new cases in the past 24 hrs. The fitted line in the below bars show the last 7 day average of new cases/ new deaths.

Epidemic Curve: Delta in Confirmed Cases in Canadian Provinces

Number of New Cases in the past 24 hrs

Epidermic Curve: Delta in Deaths in Canadian Provinces

Number of Deaths in the past 24 hrs

Data Sources

Github Repo: CSSEGISandData, The NY Times, amodm/api-covid19-in and pcm-dpc